# Check live AI answers against your rules — Orlo

Markdown version of https://useorlo.com/deployment.html, generated 2026-10-13 from the page itself. Illustrations and interactive examples are left out.

**Check live answers against your task’s rules.**

Each request uses a live release and returns a validation result. Review the answer alongside its model, task version, and any sources used.

## See how Orlo flags a missing field.

For this support task, every answer needs a category, priority, and escalation decision. The task is set to return a warning when a field is missing.

“Our API has returned errors for twenty minutes. Every customer request is failing.”

### Priority is missing.

**Category**
: API outage

**Priority**
: Not returned

**Escalate**
: Yes

The required-fields rule flagged this answer. With warning behavior, the application receives the answer and the warning.

The input, returned answer, model, task version, release, and validation result stay together. When the task uses documents, you can also inspect the retrieved passages.

## Connect your application to a live release.

Use the OpenAI-compatible endpoint to call the task. Each answer includes a validation status your application can act on.

## Choose where your models and Orlo run.

Your model endpoint and your Orlo installation are separate choices. Decide where each belongs.

### Connect a hosted model.

Add a provider credential for your organization. Requests go to the provider you select.

### Use your own model endpoint.

Connect an endpoint you operate, including vLLM or llama.cpp. Compare it using the same task examples.

### Host Orlo in your environment.

Run Orlo on infrastructure your team manages. Your application still executes the work and enforces agent permission decisions.

## Use your examples to compare models.

## More

Orlo is a fineSample product. Documentation: https://docs.useorlo.com/

Other pages as Markdown: [Overview](https://useorlo.com/index.md), [Evaluation](https://useorlo.com/evaluation.md), [Agent permissions](https://useorlo.com/agents.md). Index: https://useorlo.com/llms.txt